[HTML][HTML] Concepts and trends of virtual commissioning–A comprehensive review

N Striffler, T Voigt - Journal of Manufacturing Systems, 2023 - Elsevier
Against the background of increasing plant complexity and growing automation, virtual
commissioning (VC) has emerged as a suitable way of testing control algorithms. Here, a …

[HTML][HTML] Roadmap to semi-automatic generation of digital twins for brownfield process plants

S Sierla, M Azangoo, K Rainio… - Journal of Industrial …, 2022 - Elsevier
Industrial process plants have a lifecycle of several decades, and only some of the most
modern plants have digital, machine-readable design information available. For all other …

The impact of digitalization on the future of control and operations

AJ Isaksson, I Harjunkoski, G Sand - Computers & Chemical Engineering, 2018 - Elsevier
The notion of Internet of Things (IoT), as well as related topics such as Cyber-Physical
Systems, Industrie 4.0 and Smart Manufacturing are currently attracting a lot of attention …

Retrofitting-based development of brownfield industry 4.0 and industry 5.0 solutions

TA Tran, T Ruppert, G Eigner, J Abonyi - IEEE Access, 2022 - ieeexplore.ieee.org
The ongoing Industry 4.0 is characterized by the connectivity between components in the
manufacturing system. For modern machines, the Internet of Things is a built-in function. In …

Automatic generation of a simulation-based digital twin of an industrial process plant

GS Martinez, S Sierla, T Karhela… - IECON 2018-44th …, 2018 - ieeexplore.ieee.org
A Digital Twin (DT) of a production plant is a digital replica of the plant's physical assets
which contains the structure and the dynamics of how the devices and process operate …

A digitization and conversion tool for imaged drawings to intelligent piping and instrumentation diagrams (P&ID)

SO Kang, EB Lee, HK Baek - Energies, 2019 - mdpi.com
In the Fourth Industrial Revolution, artificial intelligence technology and big data science are
emerging rapidly. To apply these informational technologies to the engineering industries, it …

A BIM-based model checking in the green building maintenance: a review

ZAB Ismail - Construction Innovation, 2023 - emerald.com
Purpose This paper aims to identify the different system approach using building information
modelling (BIM) technology that is equipped with automated evaluation processes. BIM …

[HTML][HTML] Digitization of chemical process flow diagrams using deep convolutional neural networks

MF Theisen, KN Flores, LS Balhorn… - Digital Chemical …, 2023 - Elsevier
Advances in deep convolutional neural networks led to breakthroughs in many computer
vision applications. In chemical engineering, a number of tools have been developed for the …

Features recognition from piping and instrumentation diagrams in image format using a deep learning network

ES Yu, JM Cha, T Lee, J Kim, D Mun - Energies, 2019 - mdpi.com
A piping and instrumentation diagram (P&ID) is a key drawing widely used in the energy
industry. In a digital P&ID, all included objects are classified and made amenable to …

An AutomationML extension towards interoperability of 3D virtual commissioning software applications

J Zhao, EH Aghezzaf, J Cottyn - International Journal of Computer …, 2024 - Taylor & Francis
To achieve interoperability between different 3D virtual commissioning software, a generic
virtual commissioning data model is required. AutomationML is a standard neutral format for …